Dimensionality Reduction for Handwritten Digit Recognition

Human perception of dimensions is usually limited to two or three degrees. Any further increase in the number of dimensions usually leads to the difficulty in visual imagination for any person. Hence, machine learning researchers often commonly have to overcome the curse of dimensionality in high dime...

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Bibliographic Details
Main Authors: Ankita Das, Tuhin Kundu, Chandran Saravanan
Format: Article
Language:English
Published: European Alliance for Innovation (EAI) 2018-12-01
Series:EAI Endorsed Transactions on Cloud Systems
Subjects:
hog
pca
lda
svm
Online Access:https://eudl.eu/pdf/10.4108/eai.12-2-2019.156590